Digital Library

1. 1. A Study of Recent Research Trends on XAI in Defense Domain and Adversarial Attacks
   Sang-ho Lee, Youngho Cho, Vol. 25, No. 6, pp. 147-154, Dec. 2024
   10.7472/jksii.2024.25.6.147
   Keywords: XAI, Adversarial attack, Military Artificial Intelligence
2. 2. A Study on Efficient AI Model Drift Detection Methods for MLOps
   Ye-eun Lee, Tae-jin Lee, Vol. 24, No. 5, pp. 17-27, Oct. 2023
   10.7472/jksii.2023.24.5.17
   Keywords: Artificail Inteligence, Machine Learning Model, Drift Detection, XAI, MLOps
3. 3. RDP-based Lateral Movement Detection using PageRank and Interpretable System using SHAP
   Jiyoung Yun, Dong-Wook Kim, Gun-Yoon Shin, Sang-Soo Kim, Myung-Mook Han, Vol. 22, No. 4, pp. 1-11, Aug. 2021
   10.7472/jksii.2021.22.4.1
   Keywords: Lateral Movement, Pagerank Algorithm, Explainable AI, Remote Desktop Protocol, feature extraction
4. 4. An Interpretable Log Anomaly System Using Bayesian Probability and Closed Sequence Pattern Mining
   Jiyoung Yun, Gun-Yoon Shin, Dong-Wook Kim, Sang-Soo Kim, Myung-Mook Han, Vol. 22, No. 2, pp. 77-87, Apr. 2021
   10.7472/jksii.2021.22.2.77
   Keywords: Explainable AI, Log anomaly detection, Bayesian Probability, Rule Extraction